TCCT: Tightly-Coupled Convolutional Transformer on Time Series Forecasting

29 August 2021

Papers citing "TCCT: Tightly-Coupled Convolutional Transformer on Time Series Forecasting"

11 / 11 papers shown

Title
Interpretable Spatial-Temporal Fusion Transformers: Multi-Output Prediction for Parametric Dynamical Systems with Time-Varying Inputs Shuwen Sun Lihong Feng P. Benner 47 0 0 01 May 2025
ADAT: Time-Series-Aware Adaptive Transformer Architecture for Sign Language Translation Nada Shahin Leila Ismail SLR 44 0 0 16 Apr 2025
Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting Jingjing Xu Caesar Wu Yuan-Fang Li Grégoire Danoy Pascal Bouvry AI4TS 37 1 0 29 Jul 2024
Towards smaller, faster decoder-only transformers: Architectural variants and their implications Sathya Krishnan Suresh P. Shunmugapriya 24 0 0 22 Apr 2024
A Systematic Review for Transformer-based Long-term Series Forecasting Liyilei Su Xumin Zuo Rui Li Xin Wang Heng Zhao Bingding Huang AI4TS 42 4 0 31 Oct 2023
TLNets: Transformation Learning Networks for long-range time-series prediction Wen Wang Yang Liu Haoqin Sun AI4TS 25 3 0 25 May 2023
AttentionMixer: An Accurate and Interpretable Framework for Process Monitoring Hao Wang Zhiyu Wang Yunlong Niu Zhaoran Liu Haozhe Li Yilin Liao Yuxin Huang Xinggao Liu 23 0 0 21 Feb 2023
Transformers in Time-series Analysis: A Tutorial Sabeen Ahmed Ian E. Nielsen Aakash Tripathi Shamoon Siddiqui Ghulam Rasool R. Ramachandran AI4TS 36 142 0 28 Apr 2022
Geometry Attention Transformer with Position-aware LSTMs for Image Captioning Chi-Yin Wang Yulin Shen Luping Ji ViT 39 49 0 01 Oct 2021
PP-YOLOv2: A Practical Object Detector Xin Huang Xinxin Wang Wenyu Lv Xiaying Bai Xiang Long ... Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma Osamu Yoshie ObjD 27 113 0 21 Apr 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 169 3,885 0 14 Dec 2020